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Mid LevelFull-timeKubernetesDockerMongoDBRedisMachine LearningData ScienceTensorFlowPyTorchGitML
Salary Range
$20,400 - $27,600 /year
This salary is estimated based on similar roles. The actual salary may vary.
About the Role
Poshmark is seeking an experienced Machine Learning Engineer to join their central Machine Learning team. This role involves building tools and infrastructure to democratize ML, productionizing ML models, and maintaining existing platforms while evolving to newer technology stacks.
Key Responsibilities
- →Build tools and infrastructure to democratize ML
- →Productionize ML models in collaboration with Data Science and Engineering teams
- →Maintain and support existing platforms and evolve to newer technology stacks and architectures
Requirements
- ✓2-3 years of relevant software engineering experience with data intensive applications
- ✓Good understanding of data science concepts and machine learning lifecycle
- ✓Good understanding of Spark and SQL and prior experience with writing backend APIs
- ✓Flexible and open to trying out newer technologies and adopting them as needed
- ✓Technologies we use:
- ✓Flask, Docker, Kubernetes
- ✓Redis, Redshift, MongoDB, Kafka, RabbitMQ, Kinesis
- ✓sklearn, pyTorch, Tensorflow, Spark
- ✓Mlflow, Sagemaker, Kibana, Airflow
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